Disliked Songs Pandas Profiling Report

Dataset statistics

Number of variables	21
Number of observations	1041
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	743.6 KiB
Average record size in memory	731.5 B

Variable types

NUM	11
CAT	6
BOOL	2
URL	2

Reproduction

Analysis started	2020-08-16 15:36:20.838081
Analysis finished	2020-08-16 15:37:10.726837
Duration	49.89 seconds
Version	pandas-profiling v2.8.0
Command line	`pandas_profiling --config_file config.yaml [YOUR_FILE.csv]`
Download configuration	config.yaml

Warnings

`type` has constant value "audio_features"	Constant
`target` has constant value "0"	Constant
`song_name` has a high cardinality: 980 distinct values	High cardinality
`artist` has a high cardinality: 651 distinct values	High cardinality
`song_name` is uniformly distributed	Uniform
`id` has unique values	Unique
`uri` has unique values	Unique
`track_href` has unique values	Unique
`analysis_url` has unique values	Unique
`key` has 117 (11.2%) zeros	Zeros
`instrumentalness` has 331 (31.8%) zeros	Zeros

danceability
Real number (ℝ_≥0)

Distinct count	510
Unique (%)	49.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.57559558117195
Minimum	0.104
Maximum	0.956
Zeros	0
Zeros (%)	0.0%
Memory size	8.3 KiB

Quantile statistics

Minimum	0.104
5-th percentile	0.294
Q1	0.477
median	0.583
Q3	0.679
95-th percentile	0.834
Maximum	0.956
Range	0.852
Interquartile range (IQR)	0.202

Descriptive statistics

Standard deviation	0.1560747501
Coefficient of variation (CV)	0.2711534891
Kurtosis	-0.2201790642
Mean	0.5755955812
Median Absolute Deviation (MAD)	0.101
Skewness	-0.1986931677
Sum	599.195
Variance	0.02435932763

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.614	9	0.9%
0.654	8	0.8%
0.596	7	0.7%
0.457	7	0.7%
0.633	6	0.6%
0.502	6	0.6%
0.556	6	0.6%
0.63	6	0.6%
0.684	6	0.6%
0.486	6	0.6%
0.666	6	0.6%
0.611	5	0.5%
0.423	5	0.5%
0.568	5	0.5%
0.58	5	0.5%
0.529	5	0.5%
0.55	5	0.5%
0.768	5	0.5%
0.6	5	0.5%
0.604	5	0.5%
0.544	5	0.5%
0.553	5	0.5%
0.532	5	0.5%
0.591	4	0.4%
0.445	4	0.4%
Other values (485)	900	86.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.104	1	0.1%
0.133	1	0.1%
0.15	1	0.1%
0.166	1	0.1%
0.191	1	0.1%
0.195	1	0.1%
0.197	1	0.1%
0.2	1	0.1%
0.202	1	0.1%
0.209	1	0.1%

Value	Count	Frequency (%)
0.956	1	0.1%
0.95	1	0.1%
0.934	1	0.1%
0.933	1	0.1%
0.926	3	0.3%
0.921	1	0.1%
0.92	1	0.1%
0.914	1	0.1%
0.912	1	0.1%
0.906	1	0.1%

energy
Real number (ℝ_≥0)

Distinct count	490
Unique (%)	47.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.7404639769452448
Minimum	0.0596
Maximum	0.998
Zeros	0
Zeros (%)	0.0%
Memory size	8.3 KiB

Quantile statistics

Minimum	0.0596
5-th percentile	0.415
Q1	0.635
median	0.764
Q3	0.884
95-th percentile	0.963
Maximum	0.998
Range	0.9384
Interquartile range (IQR)	0.249

Descriptive statistics

Standard deviation	0.175281805
Coefficient of variation (CV)	0.2367188823
Kurtosis	0.3118625591
Mean	0.7404639769
Median Absolute Deviation (MAD)	0.124
Skewness	-0.8057180343
Sum	770.823
Variance	0.03072371117

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.954	7	0.7%
0.75	6	0.6%
0.912	6	0.6%
0.735	6	0.6%
0.802	6	0.6%
0.889	6	0.6%
0.92	6	0.6%
0.76	6	0.6%
0.872	6	0.6%
0.862	6	0.6%
0.864	6	0.6%
0.903	6	0.6%
0.859	5	0.5%
0.873	5	0.5%
0.974	5	0.5%
0.924	5	0.5%
0.884	5	0.5%
0.729	5	0.5%
0.726	5	0.5%
0.804	5	0.5%
0.908	5	0.5%
0.824	5	0.5%
0.893	5	0.5%
0.928	5	0.5%
0.909	5	0.5%
Other values (465)	903	86.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.0596	1	0.1%
0.0784	1	0.1%
0.145	1	0.1%
0.172	1	0.1%
0.173	1	0.1%
0.18	1	0.1%
0.222	1	0.1%
0.225	2	0.2%
0.254	1	0.1%
0.261	1	0.1%

Value	Count	Frequency (%)
0.998	1	0.1%
0.996	3	0.3%
0.995	3	0.3%
0.994	1	0.1%
0.993	1	0.1%
0.992	1	0.1%
0.99	2	0.2%
0.989	1	0.1%
0.988	3	0.3%
0.987	2	0.2%

key
Real number (ℝ_≥0)

ZEROS

Distinct count	12
Unique (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	5.228626320845341
Minimum	0
Maximum	11
Zeros	117
Zeros (%)	11.2%
Memory size	8.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	5
Q3	8
95-th percentile	11
Maximum	11
Range	11
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.556357652
Coefficient of variation (CV)	0.6801705521
Kurtosis	-1.27350934
Mean	5.228626321
Median Absolute Deviation (MAD)	3
Skewness	0.02235626121
Sum	5443
Variance	12.64767975

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	117	11.2%
1	113	10.9%
7	110	10.6%
2	105	10.1%
9	92	8.8%
11	86	8.3%
5	86	8.3%
6	84	8.1%
8	81	7.8%
4	73	7.0%
10	60	5.8%
3	34	3.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	117	11.2%
1	113	10.9%
2	105	10.1%
3	34	3.3%
4	73	7.0%
5	86	8.3%
6	84	8.1%
7	110	10.6%
8	81	7.8%
9	92	8.8%

Value	Count	Frequency (%)
11	86	8.3%
10	60	5.8%
9	92	8.8%
8	81	7.8%
7	110	10.6%
6	84	8.1%
5	86	8.3%
4	73	7.0%
3	34	3.3%
2	105	10.1%

loudness
Real number (ℝ)

Distinct count	952
Unique (%)	91.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	-6.37492507204611
Minimum	-19.846
Maximum	-0.1
Zeros	0
Zeros (%)	0.0%
Memory size	8.3 KiB

Quantile statistics

Minimum	-19.846
5-th percentile	-11.548
Q1	-7.863
median	-5.81
Q3	-4.51
95-th percentile	-2.86
Maximum	-0.1
Range	19.746
Interquartile range (IQR)	3.353

Descriptive statistics

Standard deviation	2.718376903
Coefficient of variation (CV)	-0.4264170751
Kurtosis	1.476100754
Mean	-6.374925072
Median Absolute Deviation (MAD)	1.62
Skewness	-1.001982606
Sum	-6636.297
Variance	7.389572989

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
-4.663	3	0.3%
-5.373	3	0.3%
-5.053	3	0.3%
-5.526	3	0.3%
-3.173	3	0.3%
-5.531	3	0.3%
-6.249	3	0.3%
-4.626	3	0.3%
-3.051	2	0.2%
-3.71	2	0.2%
-7.764	2	0.2%
-6.655	2	0.2%
-5.582	2	0.2%
-4.556	2	0.2%
-7.055	2	0.2%
-4.51	2	0.2%
-4.589	2	0.2%
-5.119	2	0.2%
-6.747	2	0.2%
-5.414	2	0.2%
-1.607	2	0.2%
-3.364	2	0.2%
-5.449	2	0.2%
-10.814	2	0.2%
-12.923	2	0.2%
Other values (927)	983	94.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-19.846	1	0.1%
-18.515	1	0.1%
-18.375	1	0.1%
-17.18	1	0.1%
-16.457	1	0.1%
-15.648	1	0.1%
-14.505	1	0.1%
-14.454	1	0.1%
-14.201	1	0.1%
-14.185	1	0.1%

Value	Count	Frequency (%)
-0.1	1	0.1%
-0.529	1	0.1%
-0.945	1	0.1%
-1.19	1	0.1%
-1.461	1	0.1%
-1.607	2	0.2%
-1.635	1	0.1%
-1.986	1	0.1%
-2.042	1	0.1%
-2.1	2	0.2%

mode
Boolean

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	8.3 KiB

1	694
0	347

Frequency Table

Value	Count	Frequency (%)
1	694	66.7%
0	347	33.3%

speechiness
Real number (ℝ_≥0)

Distinct count	594
Unique (%)	57.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.07866215177713738
Minimum	0.0238
Maximum	0.497
Zeros	0
Zeros (%)	0.0%
Memory size	8.3 KiB

Quantile statistics

Minimum	0.0238
5-th percentile	0.0281
Q1	0.0369
median	0.0516
Q3	0.0853
95-th percentile	0.253
Maximum	0.497
Range	0.4732
Interquartile range (IQR)	0.0484

Descriptive statistics

Standard deviation	0.07297990522
Coefficient of variation (CV)	0.9277639064
Kurtosis	7.704597976
Mean	0.07866215178
Median Absolute Deviation (MAD)	0.0178
Skewness	2.653802092
Sum	81.8873
Variance	0.005326066566

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.103	8	0.8%
0.0324	8	0.8%
0.0363	7	0.7%
0.0277	6	0.6%
0.0437	6	0.6%
0.0353	5	0.5%
0.036	5	0.5%
0.0276	5	0.5%
0.0326	5	0.5%
0.0425	5	0.5%
0.0391	5	0.5%
0.0378	5	0.5%
0.0396	5	0.5%
0.0347	5	0.5%
0.115	5	0.5%
0.0517	4	0.4%
0.0295	4	0.4%
0.0368	4	0.4%
0.145	4	0.4%
0.0604	4	0.4%
0.0356	4	0.4%
0.0461	4	0.4%
0.047	4	0.4%
0.0334	4	0.4%
0.0338	4	0.4%
Other values (569)	916	88.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.0238	1	0.1%
0.0243	2	0.2%
0.0244	2	0.2%
0.0246	1	0.1%
0.0248	1	0.1%
0.0252	1	0.1%
0.0253	1	0.1%
0.0255	1	0.1%
0.0259	1	0.1%
0.026	3	0.3%

Value	Count	Frequency (%)
0.497	1	0.1%
0.485	1	0.1%
0.463	1	0.1%
0.428	1	0.1%
0.425	1	0.1%
0.418	1	0.1%
0.416	1	0.1%
0.405	1	0.1%
0.399	1	0.1%
0.393	2	0.2%

acousticness
Real number (ℝ_≥0)

Distinct count	839
Unique (%)	80.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.13083852063400575
Minimum	1.84e-06
Maximum	0.977
Zeros	0
Zeros (%)	0.0%
Memory size	8.3 KiB

Quantile statistics

Minimum	1.84e-06
5-th percentile	6.97e-05
Q1	0.00461
median	0.0362
Q3	0.174
95-th percentile	0.603
Maximum	0.977
Range	0.97699816
Interquartile range (IQR)	0.16939

Descriptive statistics

Standard deviation	0.2001362788
Coefficient of variation (CV)	1.529643394
Kurtosis	3.936427226
Mean	0.1308385206
Median Absolute Deviation (MAD)	0.035541
Skewness	2.065095992
Sum	136.2029
Variance	0.0400545301

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.0285	4	0.4%
0.0249	4	0.4%
0.0159	4	0.4%
0.241	4	0.4%
0.154	4	0.4%
0.0262	3	0.3%
0.0208	3	0.3%
0.13	3	0.3%
0.132	3	0.3%
0.217	3	0.3%
0.287	3	0.3%
0.013	3	0.3%
0.157	3	0.3%
0.365	3	0.3%
0.234	3	0.3%
0.603	3	0.3%
0.319	3	0.3%
5.63e-05	3	0.3%
0.0586	3	0.3%
0.222	3	0.3%
0.19	3	0.3%
0.191	3	0.3%
0.0193	3	0.3%
0.171	3	0.3%
1.62e-05	3	0.3%
Other values (814)	961	92.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1.84e-06	1	0.1%
2.61e-06	1	0.1%
4e-06	1	0.1%
5.48e-06	1	0.1%
5.91e-06	1	0.1%
6.25e-06	1	0.1%
6.94e-06	1	0.1%
8.12e-06	1	0.1%
8.58e-06	1	0.1%
9.11e-06	1	0.1%

Value	Count	Frequency (%)
0.977	1	0.1%
0.966	1	0.1%
0.945	1	0.1%
0.941	1	0.1%
0.932	1	0.1%
0.922	1	0.1%
0.91	1	0.1%
0.907	1	0.1%
0.905	2	0.2%
0.902	1	0.1%

instrumentalness
Real number (ℝ_≥0)

ZEROS

Distinct count	654
Unique (%)	62.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.05844932517771373
Minimum	0.0
Maximum	0.944
Zeros	331
Zeros (%)	31.8%
Memory size	8.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	5.09e-05
Q3	0.00536
95-th percentile	0.507
Maximum	0.944
Range	0.944
Interquartile range (IQR)	0.00536

Descriptive statistics

Standard deviation	0.1759562896
Coefficient of variation (CV)	3.010407546
Kurtosis	11.72476546
Mean	0.05844932518
Median Absolute Deviation (MAD)	5.09e-05
Skewness	3.523876538
Sum	60.84574751
Variance	0.03096061584

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	331	31.8%
0.00021	3	0.3%
4.75e-05	3	0.3%
0.00287	2	0.2%
0.000173	2	0.2%
2.65e-05	2	0.2%
1.7e-05	2	0.2%
2.1e-06	2	0.2%
0.759	2	0.2%
0.00233	2	0.2%
0.00104	2	0.2%
0.124	2	0.2%
0.00714	2	0.2%
1.2e-05	2	0.2%
0.000167	2	0.2%
0.000178	2	0.2%
0.00248	2	0.2%
0.581	2	0.2%
1.66e-06	2	0.2%
0.00139	2	0.2%
0.149	2	0.2%
0.0123	2	0.2%
0.00372	2	0.2%
0.185	2	0.2%
0.546	2	0.2%
Other values (629)	660	63.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	331	31.8%
1.02e-06	1	0.1%
1.04e-06	1	0.1%
1.07e-06	1	0.1%
1.08e-06	1	0.1%
1.13e-06	1	0.1%
1.15e-06	2	0.2%
1.16e-06	1	0.1%
1.2e-06	2	0.2%
1.21e-06	1	0.1%

Value	Count	Frequency (%)
0.944	1	0.1%
0.938	1	0.1%
0.928	1	0.1%
0.911	1	0.1%
0.908	1	0.1%
0.899	1	0.1%
0.887	1	0.1%
0.884	1	0.1%
0.88	2	0.2%
0.878	1	0.1%

liveness
Real number (ℝ_≥0)

Distinct count	559
Unique (%)	53.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.18901027857829011
Minimum	0.021
Maximum	0.966
Zeros	0
Zeros (%)	0.0%
Memory size	8.3 KiB

Quantile statistics

Minimum	0.021
5-th percentile	0.0543
Q1	0.0924
median	0.13
Q3	0.249
95-th percentile	0.474
Maximum	0.966
Range	0.945
Interquartile range (IQR)	0.1566

Descriptive statistics

Standard deviation	0.1448172023
Coefficient of variation (CV)	0.7661869155
Kurtosis	4.130954545
Mean	0.1890102786
Median Absolute Deviation (MAD)	0.053
Skewness	1.846615855
Sum	196.7597
Variance	0.0209720221

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.11	13	1.2%
0.106	13	1.2%
0.102	12	1.2%
0.132	11	1.1%
0.117	10	1.0%
0.104	9	0.9%
0.1	9	0.9%
0.105	9	0.9%
0.131	8	0.8%
0.113	8	0.8%
0.101	8	0.8%
0.115	8	0.8%
0.109	8	0.8%
0.107	7	0.7%
0.126	7	0.7%
0.128	7	0.7%
0.112	7	0.7%
0.111	7	0.7%
0.13	7	0.7%
0.205	7	0.7%
0.159	6	0.6%
0.114	6	0.6%
0.334	6	0.6%
0.153	6	0.6%
0.146	6	0.6%
Other values (534)	836	80.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.021	1	0.1%
0.0234	1	0.1%
0.0263	1	0.1%
0.028	1	0.1%
0.0314	1	0.1%
0.0317	1	0.1%
0.0318	1	0.1%
0.0329	1	0.1%
0.0343	1	0.1%
0.0344	1	0.1%

Value	Count	Frequency (%)
0.966	1	0.1%
0.954	1	0.1%
0.914	1	0.1%
0.868	1	0.1%
0.824	1	0.1%
0.773	1	0.1%
0.735	1	0.1%
0.704	1	0.1%
0.702	1	0.1%
0.701	1	0.1%

valence
Real number (ℝ_≥0)

Distinct count	618
Unique (%)	59.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.5059902017291067
Minimum	0.0227
Maximum	0.967
Zeros	0
Zeros (%)	0.0%
Memory size	8.3 KiB

Quantile statistics

Minimum	0.0227
5-th percentile	0.124
Q1	0.337
median	0.501
Q3	0.692
95-th percentile	0.894
Maximum	0.967
Range	0.9443
Interquartile range (IQR)	0.355

Descriptive statistics

Standard deviation	0.2351599587
Coefficient of variation (CV)	0.4647520008
Kurtosis	-0.8994153676
Mean	0.5059902017
Median Absolute Deviation (MAD)	0.179
Skewness	0.004027770704
Sum	526.7358
Variance	0.05530020615

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.505	6	0.6%
0.512	5	0.5%
0.427	5	0.5%
0.714	5	0.5%
0.286	5	0.5%
0.422	5	0.5%
0.607	5	0.5%
0.243	5	0.5%
0.389	5	0.5%
0.664	5	0.5%
0.922	4	0.4%
0.37	4	0.4%
0.225	4	0.4%
0.622	4	0.4%
0.347	4	0.4%
0.625	4	0.4%
0.585	4	0.4%
0.524	4	0.4%
0.537	4	0.4%
0.21	4	0.4%
0.491	4	0.4%
0.345	4	0.4%
0.344	4	0.4%
0.583	4	0.4%
0.696	4	0.4%
Other values (593)	930	89.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.0227	1	0.1%
0.0363	2	0.2%
0.0374	1	0.1%
0.0375	1	0.1%
0.0379	1	0.1%
0.0391	1	0.1%
0.0394	1	0.1%
0.0413	1	0.1%
0.0534	1	0.1%
0.0556	1	0.1%

Value	Count	Frequency (%)
0.967	1	0.1%
0.966	1	0.1%
0.965	1	0.1%
0.962	1	0.1%
0.961	1	0.1%
0.959	1	0.1%
0.954	1	0.1%
0.953	1	0.1%
0.952	1	0.1%
0.951	1	0.1%

tempo
Real number (ℝ_≥0)

Distinct count	1017
Unique (%)	97.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	125.50696253602308
Minimum	59.406
Maximum	207.127
Zeros	0
Zeros (%)	0.0%
Memory size	8.3 KiB

Quantile statistics

Minimum	59.406
5-th percentile	83.972
Q1	103.041
median	124.015
Q3	144.079
95-th percentile	175.834
Maximum	207.127
Range	147.721
Interquartile range (IQR)	41.038

Descriptive statistics

Standard deviation	28.36131964
Coefficient of variation (CV)	0.225974074
Kurtosis	-0.428484168
Mean	125.5069625
Median Absolute Deviation (MAD)	20.332
Skewness	0.3712617217
Sum	130652.748
Variance	804.3644515

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
116.761	2	0.2%
112.663	2	0.2%
105.009	2	0.2%
140.06	2	0.2%
78.998	2	0.2%
123.991	2	0.2%
130.003	2	0.2%
127.397	2	0.2%
94.023	2	0.2%
121.07	2	0.2%
129.994	2	0.2%
140.002	2	0.2%
108.003	2	0.2%
119.964	2	0.2%
136.59	2	0.2%
141.893	2	0.2%
149.186	2	0.2%
150.005	2	0.2%
99.961	2	0.2%
100.001	2	0.2%
119.999	2	0.2%
83.293	2	0.2%
129.996	2	0.2%
130.931	2	0.2%
98.691	1	0.1%
Other values (992)	992	95.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
59.406	1	0.1%
63.978	1	0.1%
70.023	1	0.1%
71.515	1	0.1%
72.416	1	0.1%
72.795	1	0.1%
74.611	1	0.1%
74.807	1	0.1%
74.989	1	0.1%
75.031	1	0.1%

Value	Count	Frequency (%)
207.127	1	0.1%
206.68	1	0.1%
205.846	1	0.1%
204.824	1	0.1%
201.868	1	0.1%
199.888	1	0.1%
199.853	1	0.1%
199.626	1	0.1%
199.073	1	0.1%
197.708	1	0.1%

type
Categorical

CONSTANT
REJECTED

Distinct count	1
Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	8.3 KiB

audio_features	1041

Value	Count	Frequency (%)
audio_features	1041	100.0%

Length

Max length	14
Median length	14
Mean length	14
Min length	14

Overview of Unicode Properties

Unique unicode characters	11
Unique unicode categories (?)	2
Unique unicode scripts (?)	2
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
a	2082	14.3%
u	2082	14.3%
e	2082	14.3%
d	1041	7.1%
i	1041	7.1%
o	1041	7.1%
_	1041	7.1%
f	1041	7.1%
t	1041	7.1%
r	1041	7.1%
s	1041	7.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	13533	92.9%
Connector Punctuation	1041	7.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
a	2082	15.4%
u	2082	15.4%
e	2082	15.4%
d	1041	7.7%
i	1041	7.7%
o	1041	7.7%
f	1041	7.7%
t	1041	7.7%
r	1041	7.7%
s	1041	7.7%

Most frequent Connector Punctuation characters

Value	Count	Frequency (%)
_	1041	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	13533	92.9%
Common	1041	7.1%

Most frequent Latin characters

Value	Count	Frequency (%)
a	2082	15.4%
u	2082	15.4%
e	2082	15.4%
d	1041	7.7%
i	1041	7.7%
o	1041	7.7%
f	1041	7.7%
t	1041	7.7%
r	1041	7.7%
s	1041	7.7%

Most frequent Common characters

Value	Count	Frequency (%)
_	1041	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	14574	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
a	2082	14.3%
u	2082	14.3%
e	2082	14.3%
d	1041	7.1%
i	1041	7.1%
o	1041	7.1%
_	1041	7.1%
f	1041	7.1%
t	1041	7.1%
r	1041	7.1%
s	1041	7.1%

id
Categorical

UNIQUE

Distinct count	1041
Unique (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	8.3 KiB

40Ac876GkIU0CFljvimDpu	1
3RkS5epxKd1SFlDdLuKJMJ	1
5b88tNINg4Q4nrRbrCXUmg	1
1HNywa8Bk0TmzRwQrzhtPo	1
1i1fxkWeaMmKEB4T7zqbzK	1
Other values (1036)	1036

Value	Count	Frequency (%)
40Ac876GkIU0CFljvimDpu	1	0.1%
3RkS5epxKd1SFlDdLuKJMJ	1	0.1%
5b88tNINg4Q4nrRbrCXUmg	1	0.1%
1HNywa8Bk0TmzRwQrzhtPo	1	0.1%
1i1fxkWeaMmKEB4T7zqbzK	1	0.1%
6nTiIhLmQ3FWhvrGafw2zj	1	0.1%
5kr3j5Clb9rjEposoMyLVt	1	0.1%
680V5vxHWn2D11Yws0e12V	1	0.1%
75uBEbCMX1PUImc5aLGahI	1	0.1%
4EeeukISTDpnf0bMPinnUu	1	0.1%
0832Tptls5YicHPGgw7ssP	1	0.1%
7wBThXx7BGZHJJ3aN3OPvv	1	0.1%
7fKknB0a4fKXCaYl7PHpUO	1	0.1%
0AZtEGJR2MNcBOl8BoVPqT	1	0.1%
15JINEqzVMv3SvJTAXAKED	1	0.1%
5tYqrn7cItYhDGDLHt8XuH	1	0.1%
1dJuteDIOkGfDSN7zPkzNv	1	0.1%
4f3RDq9nYPBeR1yMSgnmBm	1	0.1%
6ToM0uwxtPKo9CMpbPGYvM	1	0.1%
3QD5yFreuFoLkjimBlZS09	1	0.1%
1QixTwDZCcfBzA7QMyont0	1	0.1%
6LhUsJiXAuxoalUz01evh0	1	0.1%
3jagGO7eHHuaD53ibehkux	1	0.1%
6RRNNciQGZEXnqk8SQ9yv5	1	0.1%
4pGqFOfzvfe6avb9kbZicC	1	0.1%
Other values (1016)	1016	97.6%

Length

Max length	22
Median length	22
Mean length	22
Min length	22

Overview of Unicode Properties

Unique unicode characters	62
Unique unicode categories (?)	3
Unique unicode scripts (?)	2
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
5	515	2.2%
0	513	2.2%
2	481	2.1%
4	477	2.1%
6	452	2.0%
3	448	2.0%
7	445	1.9%
1	444	1.9%
K	399	1.7%
k	391	1.7%
x	388	1.7%
I	387	1.7%
N	384	1.7%
f	377	1.6%
U	376	1.6%
a	373	1.6%
Z	373	1.6%
Q	370	1.6%
o	369	1.6%
L	368	1.6%
O	367	1.6%
9	367	1.6%
G	367	1.6%
C	366	1.6%
F	364	1.6%
Other values (37)	12741	55.6%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	9241	40.4%
Lowercase Letter	9187	40.1%
Decimal Number	4474	19.5%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
5	515	11.5%
0	513	11.5%
2	481	10.8%
4	477	10.7%
6	452	10.1%
3	448	10.0%
7	445	9.9%
1	444	9.9%
9	367	8.2%
8	332	7.4%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
K	399	4.3%
I	387	4.2%
N	384	4.2%
U	376	4.1%
Z	373	4.0%
Q	370	4.0%
L	368	4.0%
O	367	4.0%
G	367	4.0%
C	366	4.0%
F	364	3.9%
Y	356	3.9%
D	355	3.8%
H	354	3.8%
M	354	3.8%
J	349	3.8%
V	348	3.8%
W	346	3.7%
R	343	3.7%
T	339	3.7%
E	337	3.6%
X	337	3.6%
S	333	3.6%
A	331	3.6%
P	326	3.5%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
k	391	4.3%
x	388	4.2%
f	377	4.1%
a	373	4.1%
o	369	4.0%
m	362	3.9%
l	360	3.9%
i	360	3.9%
h	359	3.9%
z	359	3.9%
j	358	3.9%
v	356	3.9%
b	352	3.8%
q	351	3.8%
y	351	3.8%
u	349	3.8%
e	349	3.8%
s	346	3.8%
p	343	3.7%
n	339	3.7%
w	336	3.7%
c	336	3.7%
r	335	3.6%
g	330	3.6%
t	330	3.6%

Most occurring scripts

Value	Count	Frequency (%)
Latin	18428	80.5%
Common	4474	19.5%

Most frequent Common characters

Value	Count	Frequency (%)
5	515	11.5%
0	513	11.5%
2	481	10.8%
4	477	10.7%
6	452	10.1%
3	448	10.0%
7	445	9.9%
1	444	9.9%
9	367	8.2%
8	332	7.4%

Most frequent Latin characters

Value	Count	Frequency (%)
K	399	2.2%
k	391	2.1%
x	388	2.1%
I	387	2.1%
N	384	2.1%
f	377	2.0%
U	376	2.0%
a	373	2.0%
Z	373	2.0%
Q	370	2.0%
o	369	2.0%
L	368	2.0%
O	367	2.0%
G	367	2.0%
C	366	2.0%
F	364	2.0%
m	362	2.0%
l	360	2.0%
i	360	2.0%
h	359	1.9%
z	359	1.9%
j	358	1.9%
Y	356	1.9%
v	356	1.9%
D	355	1.9%
Other values (27)	9184	49.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	22902	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
5	515	2.2%
0	513	2.2%
2	481	2.1%
4	477	2.1%
6	452	2.0%
3	448	2.0%
7	445	1.9%
1	444	1.9%
K	399	1.7%
k	391	1.7%
x	388	1.7%
I	387	1.7%
N	384	1.7%
f	377	1.6%
U	376	1.6%
a	373	1.6%
Z	373	1.6%
Q	370	1.6%
o	369	1.6%
L	368	1.6%
O	367	1.6%
9	367	1.6%
G	367	1.6%
C	366	1.6%
F	364	1.6%
Other values (37)	12741	55.6%

uri
Categorical

UNIQUE

Distinct count	1041
Unique (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	8.3 KiB

spotify:track:6QfnvcOKsdN4Q6exUWVuzn	1
spotify:track:67RMPpHGOY3NhUTaaRltrP	1
spotify:track:43DeSV93pJPT4lCZaWZ6b1	1
spotify:track:4QdX6pmNnJ5cleufWQIr5D	1
spotify:track:3XyU03WycJQ02kExHb9dqW	1
Other values (1036)	1036

Value	Count	Frequency (%)
spotify:track:6QfnvcOKsdN4Q6exUWVuzn	1	0.1%
spotify:track:67RMPpHGOY3NhUTaaRltrP	1	0.1%
spotify:track:43DeSV93pJPT4lCZaWZ6b1	1	0.1%
spotify:track:4QdX6pmNnJ5cleufWQIr5D	1	0.1%
spotify:track:3XyU03WycJQ02kExHb9dqW	1	0.1%
spotify:track:4iCGSi1RonREsPtfEKYj5b	1	0.1%
spotify:track:0ePV5nJT0v9wFHjKvt9fNV	1	0.1%
spotify:track:1tqT6DhmsrtQgyCKUwotiw	1	0.1%
spotify:track:66lOpKgTyFjOrac4S1s94g	1	0.1%
spotify:track:01R0Xdwje645C6xFCnMRvm	1	0.1%
spotify:track:2V8KvnD5LVeeDChMWEkSzC	1	0.1%
spotify:track:1GJoq42uIcnDEtDkpJmUHz	1	0.1%
spotify:track:4RvWPyQ5RL0ao9LPZeSouE	1	0.1%
spotify:track:7oVEtyuv9NBmnytsCIsY5I	1	0.1%
spotify:track:6RtPijgfPKROxEzTHNRiDp	1	0.1%
spotify:track:45hOioMDJktr86iKDHC8gr	1	0.1%
spotify:track:1mea3bSkSGXuIRvnydlB5b	1	0.1%
spotify:track:0hUGbuUqwqQmidOjxpERRR	1	0.1%
spotify:track:0cJPLFrlV7TTCyPLupHzcH	1	0.1%
spotify:track:4RvprQhj7Ov1SFQ3HfO7FH	1	0.1%
spotify:track:3oEgMtjTzGgXTFdO0IW2M7	1	0.1%
spotify:track:7IxVWmdabNVhfLBV3JD0nJ	1	0.1%
spotify:track:5H5vK2EzkPoCsoYTXbkU90	1	0.1%
spotify:track:5IMtdHjJ1OtkxbGe4zfUxQ	1	0.1%
spotify:track:5k0cYQMQ8YKxJVp34DN49L	1	0.1%
Other values (1016)	1016	97.6%

Length

Max length	36
Median length	36
Mean length	36
Min length	36

Overview of Unicode Properties

Unique unicode characters	63
Unique unicode categories (?)	4
Unique unicode scripts (?)	2
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
t	2412	6.4%
:	2082	5.6%
k	1432	3.8%
f	1418	3.8%
a	1414	3.8%
o	1410	3.8%
i	1401	3.7%
y	1392	3.7%
s	1387	3.7%
p	1384	3.7%
c	1377	3.7%
r	1376	3.7%
5	515	1.4%
0	513	1.4%
2	481	1.3%
4	477	1.3%
6	452	1.2%
3	448	1.2%
7	445	1.2%
1	444	1.2%
K	399	1.1%
x	388	1.0%
I	387	1.0%
N	384	1.0%
U	376	1.0%
Other values (38)	13282	35.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	21679	57.8%
Uppercase Letter	9241	24.7%
Decimal Number	4474	11.9%
Other Punctuation	2082	5.6%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
t	2412	11.1%
k	1432	6.6%
f	1418	6.5%
a	1414	6.5%
o	1410	6.5%
i	1401	6.5%
y	1392	6.4%
s	1387	6.4%
p	1384	6.4%
c	1377	6.4%
r	1376	6.3%
x	388	1.8%
m	362	1.7%
l	360	1.7%
h	359	1.7%
z	359	1.7%
j	358	1.7%
v	356	1.6%
b	352	1.6%
q	351	1.6%
u	349	1.6%
e	349	1.6%
n	339	1.6%
w	336	1.5%
g	330	1.5%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
:	2082	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
5	515	11.5%
0	513	11.5%
2	481	10.8%
4	477	10.7%
6	452	10.1%
3	448	10.0%
7	445	9.9%
1	444	9.9%
9	367	8.2%
8	332	7.4%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
K	399	4.3%
I	387	4.2%
N	384	4.2%
U	376	4.1%
Z	373	4.0%
Q	370	4.0%
L	368	4.0%
O	367	4.0%
G	367	4.0%
C	366	4.0%
F	364	3.9%
Y	356	3.9%
D	355	3.8%
H	354	3.8%
M	354	3.8%
J	349	3.8%
V	348	3.8%
W	346	3.7%
R	343	3.7%
T	339	3.7%
E	337	3.6%
X	337	3.6%
S	333	3.6%
A	331	3.6%
P	326	3.5%

Most occurring scripts

Value	Count	Frequency (%)
Latin	30920	82.5%
Common	6556	17.5%

Most frequent Latin characters

Value	Count	Frequency (%)
t	2412	7.8%
k	1432	4.6%
f	1418	4.6%
a	1414	4.6%
o	1410	4.6%
i	1401	4.5%
y	1392	4.5%
s	1387	4.5%
p	1384	4.5%
c	1377	4.5%
r	1376	4.5%
K	399	1.3%
x	388	1.3%
I	387	1.3%
N	384	1.2%
U	376	1.2%
Z	373	1.2%
Q	370	1.2%
L	368	1.2%
O	367	1.2%
G	367	1.2%
C	366	1.2%
F	364	1.2%
m	362	1.2%
l	360	1.2%
Other values (27)	9286	30.0%

Most frequent Common characters

Value	Count	Frequency (%)
:	2082	31.8%
5	515	7.9%
0	513	7.8%
2	481	7.3%
4	477	7.3%
6	452	6.9%
3	448	6.8%
7	445	6.8%
1	444	6.8%
9	367	5.6%
8	332	5.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	37476	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
t	2412	6.4%
:	2082	5.6%
k	1432	3.8%
f	1418	3.8%
a	1414	3.8%
o	1410	3.8%
i	1401	3.7%
y	1392	3.7%
s	1387	3.7%
p	1384	3.7%
c	1377	3.7%
r	1376	3.7%
5	515	1.4%
0	513	1.4%
2	481	1.3%
4	477	1.3%
6	452	1.2%
3	448	1.2%
7	445	1.2%
1	444	1.2%
K	399	1.1%
x	388	1.0%
I	387	1.0%
N	384	1.0%
U	376	1.0%
Other values (38)	13282	35.4%

track_href
URL

UNIQUE

Distinct count	1041
Unique (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	8.3 KiB

https://api.spotify.com/v1/tracks/1PuLHwFZoh5qYK89I5YBdZ	1
https://api.spotify.com/v1/tracks/2nqUXWqbVw9hUS8YYtAAR1	1
https://api.spotify.com/v1/tracks/76BYv24CcZt2u94JRjmATX	1
https://api.spotify.com/v1/tracks/2fdfsGuqb6SBX5ocoBWHUd	1
https://api.spotify.com/v1/tracks/74DyofalCo4fUof8SmuIkB	1
Other values (1036)	1036

Value	Count	Frequency (%)
https://api.spotify.com/v1/tracks/1PuLHwFZoh5qYK89I5YBdZ	1	0.1%
https://api.spotify.com/v1/tracks/2nqUXWqbVw9hUS8YYtAAR1	1	0.1%
https://api.spotify.com/v1/tracks/76BYv24CcZt2u94JRjmATX	1	0.1%
https://api.spotify.com/v1/tracks/2fdfsGuqb6SBX5ocoBWHUd	1	0.1%
https://api.spotify.com/v1/tracks/74DyofalCo4fUof8SmuIkB	1	0.1%
https://api.spotify.com/v1/tracks/6WaYiQUPel70HUaCZj5eND	1	0.1%
https://api.spotify.com/v1/tracks/32OlwWuMpZ6b0aN2RZOeMS	1	0.1%
https://api.spotify.com/v1/tracks/4Q4w8aRdfhIIEhBututktL	1	0.1%
https://api.spotify.com/v1/tracks/7dR4x3fPU3y6BnA5zpfLJB	1	0.1%
https://api.spotify.com/v1/tracks/6ukMqDxnOPOgoHdak7Kyp3	1	0.1%
https://api.spotify.com/v1/tracks/4KoNBTm9a55KgLMtEaf3n6	1	0.1%
https://api.spotify.com/v1/tracks/4HBZA5flZLE435QTztThqH	1	0.1%
https://api.spotify.com/v1/tracks/6wgR7Sli2Q9lVhkihWGdjG	1	0.1%
https://api.spotify.com/v1/tracks/02GjIfCpwttPAikjm5Hwcb	1	0.1%
https://api.spotify.com/v1/tracks/4P5KoWXOxwuobLmHXLMobV	1	0.1%
https://api.spotify.com/v1/tracks/1ecIqo8pOc8S6y3l80iGxd	1	0.1%
https://api.spotify.com/v1/tracks/4TIJ7zSBNejpoIPaWpWRKc	1	0.1%
https://api.spotify.com/v1/tracks/27sTzAelgljD6Uxp88BqA3	1	0.1%
https://api.spotify.com/v1/tracks/0grFc6klR3hxoHLcgCYsF4	1	0.1%
https://api.spotify.com/v1/tracks/01iaXaqUjZVsdLp2yF3OQ9	1	0.1%
https://api.spotify.com/v1/tracks/6ToM0uwxtPKo9CMpbPGYvM	1	0.1%
https://api.spotify.com/v1/tracks/1kDWbI0qgA2a11idtF2xNx	1	0.1%
https://api.spotify.com/v1/tracks/4WpCUxvZhpWQynzvIAXmtR	1	0.1%
https://api.spotify.com/v1/tracks/1UWGkn34CD31VQfdi4D8Zp	1	0.1%
https://api.spotify.com/v1/tracks/0l3GEbH3CviUytD6iX4wzg	1	0.1%
Other values (1016)	1016	97.6%

Value	Count	Frequency (%)
https	1041	100.0%

Value	Count	Frequency (%)
api.spotify.com	1041	100.0%

Value	Count	Frequency (%)
/v1/tracks/5SAUIWdZ04OxYfJFDchC7S	1	0.1%
/v1/tracks/0r2Bul2NuCViraT2zX1l5j	1	0.1%
/v1/tracks/2TAQ9YGehOKWDqDak5DuXc	1	0.1%
/v1/tracks/4N4LLHDJgfkQxrYP8Cn0I7	1	0.1%
/v1/tracks/2nVHqZbOGkKWzlcy1aMbE7	1	0.1%
/v1/tracks/1hKdDCpiI9mqz1jVHRKG0E	1	0.1%
/v1/tracks/1UBQ5GK8JaQjm5VbkBZY66	1	0.1%
/v1/tracks/2y4lAQpi5VTNLu2ldeTdUH	1	0.1%
/v1/tracks/3fWUOlajQhOy4hRAfLTaOg	1	0.1%
/v1/tracks/25MfbCcmczxrSo7mIybDTN	1	0.1%
/v1/tracks/0BgbobvykXxEvxo2HhCuvM	1	0.1%
/v1/tracks/5DhMBb7c0PNR45EAc4XXmj	1	0.1%
/v1/tracks/3ZCTVFBt2Brf31RLEnCkWJ	1	0.1%
/v1/tracks/3XVBdLihbNbxUwZosxcGuJ	1	0.1%
/v1/tracks/5k0cYQMQ8YKxJVp34DN49L	1	0.1%
/v1/tracks/2ZCCkqminNZiitXgbFArXM	1	0.1%
/v1/tracks/6KOEK6SeCEZOQkLj5M1PxH	1	0.1%
/v1/tracks/1klDPm7SfsS32hl7KHV9iy	1	0.1%
/v1/tracks/32OlwWuMpZ6b0aN2RZOeMS	1	0.1%
/v1/tracks/2EoOZnxNgtmZaD8uUmz2nD	1	0.1%
/v1/tracks/4cS2HQ6jK80vqdY9ofpztx	1	0.1%
/v1/tracks/3iWlbqAaoIR7H7gyO3a6rV	1	0.1%
/v1/tracks/7ow8MlKmYzC9HSKqMWSX2S	1	0.1%
/v1/tracks/34gCuhDGsG4bRPIf9bb02f	1	0.1%
/v1/tracks/2mobr1UlKjhxDTOVqng3jw	1	0.1%
Other values (1016)	1016	97.6%

Value	Count	Frequency (%)
	1041	100.0%

Value	Count	Frequency (%)
	1041	100.0%

analysis_url
URL

UNIQUE

Distinct count	1041
Unique (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	8.3 KiB

https://api.spotify.com/v1/audio-analysis/5PntSbMHC1ud6Vvl8x56qd	1
https://api.spotify.com/v1/audio-analysis/7kSLdGdXLey7pzLsWpdg1h	1
https://api.spotify.com/v1/audio-analysis/6pGJTJaExyKwwXBmcoyVlY	1
https://api.spotify.com/v1/audio-analysis/5LlsD7LdSMkGV4Iu0a2Zq0	1
https://api.spotify.com/v1/audio-analysis/5rmFTddY4UMU6v5ievs0Zw	1
Other values (1036)	1036

Value	Count	Frequency (%)
https://api.spotify.com/v1/audio-analysis/5PntSbMHC1ud6Vvl8x56qd	1	0.1%
https://api.spotify.com/v1/audio-analysis/7kSLdGdXLey7pzLsWpdg1h	1	0.1%
https://api.spotify.com/v1/audio-analysis/6pGJTJaExyKwwXBmcoyVlY	1	0.1%
https://api.spotify.com/v1/audio-analysis/5LlsD7LdSMkGV4Iu0a2Zq0	1	0.1%
https://api.spotify.com/v1/audio-analysis/5rmFTddY4UMU6v5ievs0Zw	1	0.1%
https://api.spotify.com/v1/audio-analysis/4Xx0J00u90QvnG3rwz4Itp	1	0.1%
https://api.spotify.com/v1/audio-analysis/7LygtNjQ65PSdzVjUnHXQb	1	0.1%
https://api.spotify.com/v1/audio-analysis/5Z3GHaZ6ec9bsiI5BenrbY	1	0.1%
https://api.spotify.com/v1/audio-analysis/1q2fGEh9b7KaMPGFXlzVNu	1	0.1%
https://api.spotify.com/v1/audio-analysis/5qxChyzKLEyoPJ5qGrdurN	1	0.1%
https://api.spotify.com/v1/audio-analysis/39lSeqnyjZJejRuaREfyLL	1	0.1%
https://api.spotify.com/v1/audio-analysis/1ip2IGDWMrUmlaepEbWlL8	1	0.1%
https://api.spotify.com/v1/audio-analysis/76BYv24CcZt2u94JRjmATX	1	0.1%
https://api.spotify.com/v1/audio-analysis/6DRvu6LgU0wRF6Yr7WHRji	1	0.1%
https://api.spotify.com/v1/audio-analysis/0hUGbuUqwqQmidOjxpERRR	1	0.1%
https://api.spotify.com/v1/audio-analysis/4vUmTMuQqjdnvlZmAH61Qk	1	0.1%
https://api.spotify.com/v1/audio-analysis/3XVBdLihbNbxUwZosxcGuJ	1	0.1%
https://api.spotify.com/v1/audio-analysis/3bidbhpOYeV4knp8AIu8Xn	1	0.1%
https://api.spotify.com/v1/audio-analysis/00KJWBnpipklwpQRAAPhHg	1	0.1%
https://api.spotify.com/v1/audio-analysis/2OHPxIbWIqwVcKBitHz4Ag	1	0.1%
https://api.spotify.com/v1/audio-analysis/1FZC8LWsYCoAfBjRHJgdII	1	0.1%
https://api.spotify.com/v1/audio-analysis/4H3FpMCBuyUfYjyxeaCeC3	1	0.1%
https://api.spotify.com/v1/audio-analysis/75uBEbCMX1PUImc5aLGahI	1	0.1%
https://api.spotify.com/v1/audio-analysis/4kiVGEOrzWmEUCxXU21rtN	1	0.1%
https://api.spotify.com/v1/audio-analysis/5Rizj5FLb2AyNKu9esjYY6	1	0.1%
Other values (1016)	1016	97.6%

Value	Count	Frequency (%)
https	1041	100.0%

Value	Count	Frequency (%)
api.spotify.com	1041	100.0%

Value	Count	Frequency (%)
/v1/audio-analysis/4wYYkZvSkkufowykDVMIbN	1	0.1%
/v1/audio-analysis/7xl2ZaOnKAxJyrkIQe2S43	1	0.1%
/v1/audio-analysis/7MapZTlRqFfUteNcghsTwf	1	0.1%
/v1/audio-analysis/1bp2IO61zbQrbWNmKKxg3f	1	0.1%
/v1/audio-analysis/0vVkuvsZVOC83mgZAtemK5	1	0.1%
/v1/audio-analysis/7LygtNjQ65PSdzVjUnHXQb	1	0.1%
/v1/audio-analysis/0l9l90a1zB3wUObtwWbqHy	1	0.1%
/v1/audio-analysis/39exKIvycQDgs4T6uXdyu0	1	0.1%
/v1/audio-analysis/2V1Y9Xw5fXt7v94xObfHFW	1	0.1%
/v1/audio-analysis/2HXixVqzzm9rEUIMAWzshl	1	0.1%
/v1/audio-analysis/2ihPxa1A0YoqnsXOnyfFX9	1	0.1%
/v1/audio-analysis/4tUYhIIjUoL1i41fqZaaBM	1	0.1%
/v1/audio-analysis/2ccUQnjjNWT0rsNnsBpsCA	1	0.1%
/v1/audio-analysis/1QZpzK0lKq1QI3iRBPFCs9	1	0.1%
/v1/audio-analysis/45Ia1U4KtIjAPPU7Wv1Sea	1	0.1%
/v1/audio-analysis/04GKRudrMjdPdX10873SAM	1	0.1%
/v1/audio-analysis/3kb72STxc2959ZqsTwu52i	1	0.1%
/v1/audio-analysis/0jI2IdL3Bco0a3IPc7pHbY	1	0.1%
/v1/audio-analysis/16kqEZBfhhK8XlQpauKej1	1	0.1%
/v1/audio-analysis/4sFbojhVXQv7dBC9PVCcRn	1	0.1%
/v1/audio-analysis/0oqaxbfiYPZo3V1JtjyLtn	1	0.1%
/v1/audio-analysis/2Z8WuEywRWYTKe1NybPQEW	1	0.1%
/v1/audio-analysis/5eDJaMNW8uSayxhKBXhmUW	1	0.1%
/v1/audio-analysis/70Z9t1qhytWtG4cCmmi7mU	1	0.1%
/v1/audio-analysis/4YKAOXyqkKZ5gOZR0AmVMN	1	0.1%
Other values (1016)	1016	97.6%

Value	Count	Frequency (%)
	1041	100.0%

Value	Count	Frequency (%)
	1041	100.0%

duration_ms
Real number (ℝ_≥0)

Distinct count	994
Unique (%)	95.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	234497.8655139289
Minimum	60000
Maximum	536067
Zeros	0
Zeros (%)	0.0%
Memory size	8.3 KiB

Quantile statistics

Minimum	60000
5-th percentile	158413
Q1	198467
median	224920
Q3	261427
95-th percentile	333120
Maximum	536067
Range	476067
Interquartile range (IQR)	62960

Descriptive statistics

Standard deviation	58410.45825
Coefficient of variation (CV)	0.2490873771
Kurtosis	4.641207584
Mean	234497.8655
Median Absolute Deviation (MAD)	31813
Skewness	1.512877228
Sum	244112278
Variance	3411781633

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
229773	3	0.3%
211200	3	0.3%
263773	2	0.2%
201173	2	0.2%
293027	2	0.2%
255187	2	0.2%
258827	2	0.2%
169027	2	0.2%
354360	2	0.2%
237360	2	0.2%
273600	2	0.2%
259933	2	0.2%
194760	2	0.2%
246573	2	0.2%
232533	2	0.2%
264504	2	0.2%
261427	2	0.2%
191800	2	0.2%
224840	2	0.2%
219400	2	0.2%
308333	2	0.2%
193653	2	0.2%
301920	2	0.2%
247385	2	0.2%
238427	2	0.2%
Other values (969)	989	95.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
60000	1	0.1%
111210	1	0.1%
118973	1	0.1%
120240	1	0.1%
121160	1	0.1%
124500	1	0.1%
126429	1	0.1%
128307	1	0.1%
132303	1	0.1%
133947	1	0.1%

Value	Count	Frequency (%)
536067	1	0.1%
524067	1	0.1%
511400	1	0.1%
508200	1	0.1%
506227	1	0.1%
502600	1	0.1%
493400	1	0.1%
485018	1	0.1%
484147	1	0.1%
482133	1	0.1%

time_signature
Categorical

Distinct count	4
Unique (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	8.3 KiB

4	988
3	37
5	11
1	5

Value	Count	Frequency (%)
4	988	94.9%
3	37	3.6%
5	11	1.1%
1	5	0.5%

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Overview of Unicode Properties

Unique unicode characters	4
Unique unicode categories (?)	1
Unique unicode scripts (?)	1
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
4	988	94.9%
3	37	3.6%
5	11	1.1%
1	5	0.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1041	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
4	988	94.9%
3	37	3.6%
5	11	1.1%
1	5	0.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	1041	100.0%

Most frequent Common characters

Value	Count	Frequency (%)
4	988	94.9%
3	37	3.6%
5	11	1.1%
1	5	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1041	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
4	988	94.9%
3	37	3.6%
5	11	1.1%
1	5	0.5%

song_name
Categorical

HIGH CARDINALITY
UNIFORM

Distinct count	980
Unique (%)	94.1%
Missing	0
Missing (%)	0.0%
Memory size	8.3 KiB

Bodies	3
Glycerine	3
Cherry Bomb	2
Nothin' But A Good Time - Remastered 2006	2
Girlfriend	2
Other values (975)	1029

Value	Count	Frequency (%)
Bodies	3	0.3%
Glycerine	3	0.3%
Cherry Bomb	2	0.2%
Nothin' But A Good Time - Remastered 2006	2	0.2%
Girlfriend	2	0.2%
Talking Body	2	0.2%
Can't Be Saved	2	0.2%
Beautiful Day	2	0.2%
Story of My Life	2	0.2%
Sex on Fire	2	0.2%
We're Not Gonna Take It	2	0.2%
It's Time	2	0.2%
Rock And Roll All Nite	2	0.2%
Sail	2	0.2%
Home	2	0.2%
Love Someone	2	0.2%
Mississippi Queen	2	0.2%
Rebel Yell	2	0.2%
With You	2	0.2%
I Kissed A Girl	2	0.2%
Everytime	2	0.2%
Unsung	2	0.2%
Mirrors	2	0.2%
Thunder Kiss '65	2	0.2%
Santeria	2	0.2%
Other values (955)	989	95.0%

Length

Max length	99
Median length	14
Mean length	16.61095101
Min length	2

Overview of Unicode Properties

Unique unicode characters	85
Unique unicode categories (?)	12
Unique unicode scripts (?)	5
Unique unicode blocks (?)	6

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
	2270	13.1%
e	1716	9.9%
o	981	5.7%
a	947	5.5%
i	837	4.8%
n	808	4.7%
t	794	4.6%
r	741	4.3%
l	575	3.3%
s	521	3.0%
h	439	2.5%
u	384	2.2%
d	353	2.0%
m	317	1.8%
y	284	1.6%
T	272	1.6%
S	255	1.5%
g	238	1.4%
R	233	1.3%
c	207	1.2%
B	200	1.2%
k	197	1.1%
I	182	1.1%
L	182	1.1%
A	179	1.0%
Other values (60)	3180	18.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	11084	64.1%
Uppercase Letter	3124	18.1%
Space Separator	2270	13.1%
Other Punctuation	255	1.5%
Decimal Number	232	1.3%
Dash Punctuation	128	0.7%
Open Punctuation	95	0.5%
Close Punctuation	95	0.5%
Currency Symbol	3	< 0.1%
Other Letter	3	< 0.1%
Final Punctuation	2	< 0.1%
Math Symbol	1	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
T	272	8.7%
S	255	8.2%
R	233	7.5%
B	200	6.4%
I	182	5.8%
L	182	5.8%
A	179	5.7%
M	177	5.7%
W	162	5.2%
C	157	5.0%
D	150	4.8%
F	121	3.9%
H	120	3.8%
O	113	3.6%
G	112	3.6%
N	107	3.4%
Y	99	3.2%
E	71	2.3%
P	69	2.2%
U	44	1.4%
K	40	1.3%
J	39	1.2%
V	23	0.7%
Z	7	0.2%
X	7	0.2%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
e	1716	15.5%
o	981	8.9%
a	947	8.5%
i	837	7.6%
n	808	7.3%
t	794	7.2%
r	741	6.7%
l	575	5.2%
s	521	4.7%
h	439	4.0%
u	384	3.5%
d	353	3.2%
m	317	2.9%
y	284	2.6%
g	238	2.1%
c	207	1.9%
k	197	1.8%
f	175	1.6%
v	143	1.3%
p	128	1.2%
w	119	1.1%
b	91	0.8%
x	50	0.5%
z	26	0.2%
j	8	0.1%
Other values (2)	5	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	2270	100.0%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	128	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	73	31.5%
2	53	22.8%
1	33	14.2%
9	26	11.2%
6	10	4.3%
7	8	3.4%
8	8	3.4%
5	8	3.4%
3	6	2.6%
4	5	2.2%
୧	1	0.4%
୨	1	0.4%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	89	93.7%
[	6	6.3%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
'	95	37.3%
.	92	36.1%
,	18	7.1%
"	12	4.7%
&	12	4.7%
?	10	3.9%
/	10	3.9%
!	3	1.2%
:	3	1.2%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	89	93.7%
]	6	6.3%

Most frequent Final Punctuation characters

Value	Count	Frequency (%)
’	2	100.0%

Most frequent Currency Symbol characters

Value	Count	Frequency (%)
$	3	100.0%

Most frequent Math Symbol characters

Value	Count	Frequency (%)
=	1	100.0%

Most frequent Other Letter characters

Value	Count	Frequency (%)
ಠ	2	66.7%
益	1	33.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	14208	82.2%
Common	3079	17.8%
Oriya	2	< 0.1%
Kannada	2	< 0.1%
Han	1	< 0.1%

Most frequent Latin characters

Value	Count	Frequency (%)
e	1716	12.1%
o	981	6.9%
a	947	6.7%
i	837	5.9%
n	808	5.7%
t	794	5.6%
r	741	5.2%
l	575	4.0%
s	521	3.7%
h	439	3.1%
u	384	2.7%
d	353	2.5%
m	317	2.2%
y	284	2.0%
T	272	1.9%
S	255	1.8%
g	238	1.7%
R	233	1.6%
c	207	1.5%
B	200	1.4%
k	197	1.4%
I	182	1.3%
L	182	1.3%
A	179	1.3%
M	177	1.2%
Other values (28)	2189	15.4%

Most frequent Common characters

Value	Count	Frequency (%)
	2270	73.7%
-	128	4.2%
'	95	3.1%
.	92	3.0%
(	89	2.9%
)	89	2.9%
0	73	2.4%
2	53	1.7%
1	33	1.1%
9	26	0.8%
,	18	0.6%
"	12	0.4%
&	12	0.4%
6	10	0.3%
?	10	0.3%
/	10	0.3%
7	8	0.3%
8	8	0.3%
5	8	0.3%
[	6	0.2%
]	6	0.2%
3	6	0.2%
4	5	0.2%
!	3	0.1%
$	3	0.1%
Other values (3)	6	0.2%

Most frequent Oriya characters

Value	Count	Frequency (%)
୧	1	50.0%
୨	1	50.0%

Most frequent Kannada characters

Value	Count	Frequency (%)
ಠ	2	100.0%

Most frequent Han characters

Value	Count	Frequency (%)
益	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	17284	> 99.9%
Punctuation	2	< 0.1%
Oriya	2	< 0.1%
Kannada	2	< 0.1%
None	1	< 0.1%
CJK	1	< 0.1%

Most frequent ASCII characters

Value	Count	Frequency (%)
	2270	13.1%
e	1716	9.9%
o	981	5.7%
a	947	5.5%
i	837	4.8%
n	808	4.7%
t	794	4.6%
r	741	4.3%
l	575	3.3%
s	521	3.0%
h	439	2.5%
u	384	2.2%
d	353	2.0%
m	317	1.8%
y	284	1.6%
T	272	1.6%
S	255	1.5%
g	238	1.4%
R	233	1.3%
c	207	1.2%
B	200	1.2%
k	197	1.1%
I	182	1.1%
L	182	1.1%
A	179	1.0%
Other values (54)	3172	18.4%

Most frequent Punctuation characters

Value	Count	Frequency (%)
’	2	100.0%

Most frequent None characters

Value	Count	Frequency (%)
ë	1	100.0%

Most frequent Oriya characters

Value	Count	Frequency (%)
୧	1	50.0%
୨	1	50.0%

Most frequent Kannada characters

Value	Count	Frequency (%)
ಠ	2	100.0%

Most frequent CJK characters

Value	Count	Frequency (%)
益	1	100.0%

artist
Categorical

HIGH CARDINALITY

Distinct count	651
Unique (%)	62.5%
Missing	0
Missing (%)	0.0%
Memory size	8.3 KiB

Taylor Swift	13
Coldplay	12
Katy Perry	9
Nirvana	9
Ed Sheeran	9
Other values (646)	989

Value	Count	Frequency (%)
Taylor Swift	13	1.2%
Coldplay	12	1.2%
Katy Perry	9	0.9%
Nirvana	9	0.9%
Ed Sheeran	9	0.9%
Rihanna	8	0.8%
John Mayer	8	0.8%
U2	8	0.8%
Adele	7	0.7%
Aerosmith	7	0.7%
Bruno Mars	7	0.7%
The Rolling Stones	7	0.7%
Sam Smith	6	0.6%
Imagine Dragons	6	0.6%
Beastie Boys	6	0.6%
Foo Fighters	6	0.6%
Led Zeppelin	6	0.6%
Maroon 5	5	0.5%
Guns N' Roses	5	0.5%
Depeche Mode	5	0.5%
Mötley Crüe	5	0.5%
Green Day	5	0.5%
Beyoncé	5	0.5%
Fergie	5	0.5%
Kings of Leon	5	0.5%
Other values (626)	867	83.3%

Length

Max length	28
Median length	10
Mean length	10.48318924
Min length	2

Overview of Unicode Properties

Unique unicode characters	77
Unique unicode categories (?)	7
Unique unicode scripts (?)	2
Unique unicode blocks (?)	2

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
e	1057	9.7%
	870	8.0%
a	781	7.2%
i	624	5.7%
o	610	5.6%
n	587	5.4%
r	564	5.2%
l	515	4.7%
s	449	4.1%
t	397	3.6%
h	371	3.4%
d	227	2.1%
u	218	2.0%
y	217	2.0%
S	210	1.9%
T	205	1.9%
g	169	1.5%
m	165	1.5%
c	158	1.4%
M	151	1.4%
B	149	1.4%
C	141	1.3%
D	135	1.2%
p	131	1.2%
A	121	1.1%
Other values (52)	1691	15.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	7753	71.0%
Uppercase Letter	2173	19.9%
Space Separator	870	8.0%
Other Punctuation	56	0.5%
Decimal Number	43	0.4%
Dash Punctuation	15	0.1%
Math Symbol	3	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
S	210	9.7%
T	205	9.4%
M	151	6.9%
B	149	6.9%
C	141	6.5%
D	135	6.2%
A	121	5.6%
P	102	4.7%
L	98	4.5%
R	89	4.1%
G	89	4.1%
E	80	3.7%
F	77	3.5%
N	70	3.2%
J	65	3.0%
K	60	2.8%
O	55	2.5%
H	54	2.5%
W	53	2.4%
I	49	2.3%
Y	30	1.4%
V	30	1.4%
Z	29	1.3%
U	19	0.9%
X	6	0.3%
Other values (3)	6	0.3%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
e	1057	13.6%
a	781	10.1%
i	624	8.0%
o	610	7.9%
n	587	7.6%
r	564	7.3%
l	515	6.6%
s	449	5.8%
t	397	5.1%
h	371	4.8%
d	227	2.9%
u	218	2.8%
y	217	2.8%
g	169	2.2%
m	165	2.1%
c	158	2.0%
p	131	1.7%
k	119	1.5%
v	87	1.1%
b	75	1.0%
f	71	0.9%
w	63	0.8%
z	40	0.5%
x	20	0.3%
j	9	0.1%
Other values (6)	29	0.4%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	870	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
2	13	30.2%
5	8	18.6%
1	8	18.6%
3	4	9.3%
8	4	9.3%
9	2	4.7%
7	2	4.7%
6	1	2.3%
4	1	2.3%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	25	44.6%
&	12	21.4%
'	9	16.1%
!	5	8.9%
/	3	5.4%
*	2	3.6%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	15	100.0%

Most frequent Math Symbol characters

Value	Count	Frequency (%)
+	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	9926	91.0%
Common	987	9.0%

Most frequent Latin characters

Value	Count	Frequency (%)
e	1057	10.6%
a	781	7.9%
i	624	6.3%
o	610	6.1%
n	587	5.9%
r	564	5.7%
l	515	5.2%
s	449	4.5%
t	397	4.0%
h	371	3.7%
d	227	2.3%
u	218	2.2%
y	217	2.2%
S	210	2.1%
T	205	2.1%
g	169	1.7%
m	165	1.7%
c	158	1.6%
M	151	1.5%
B	149	1.5%
C	141	1.4%
D	135	1.4%
p	131	1.3%
A	121	1.2%
k	119	1.2%
Other values (34)	1455	14.7%

Most frequent Common characters

Value	Count	Frequency (%)
	870	88.1%
.	25	2.5%
-	15	1.5%
2	13	1.3%
&	12	1.2%
'	9	0.9%
5	8	0.8%
1	8	0.8%
!	5	0.5%
3	4	0.4%
8	4	0.4%
/	3	0.3%
+	3	0.3%
*	2	0.2%
9	2	0.2%
7	2	0.2%
6	1	0.1%
4	1	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10885	99.7%
None	28	0.3%

Most frequent ASCII characters

Value	Count	Frequency (%)
e	1057	9.7%
	870	8.0%
a	781	7.2%
i	624	5.7%
o	610	5.6%
n	587	5.4%
r	564	5.2%
l	515	4.7%
s	449	4.1%
t	397	3.6%
h	371	3.4%
d	227	2.1%
u	218	2.0%
y	217	2.0%
S	210	1.9%
T	205	1.9%
g	169	1.6%
m	165	1.5%
c	158	1.5%
M	151	1.4%
B	149	1.4%
C	141	1.3%
D	135	1.2%
p	131	1.2%
A	121	1.1%
Other values (45)	1663	15.3%

Most frequent None characters

Value	Count	Frequency (%)
ö	9	32.1%
é	8	28.6%
ü	5	17.9%
ø	2	7.1%
Ö	2	7.1%
Ø	1	3.6%
ë	1	3.6%

target
Boolean

CONSTANT
REJECTED

Distinct count	1
Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	8.3 KiB

0	1041

Frequency Table

Value	Count	Frequency (%)
0	1041	100.0%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

First rows

	danceability	energy	key	loudness	mode	speechiness	acousticness	instrumentalness	liveness	valence	tempo	type	id	uri	track_href	analysis_url	duration_ms	time_signature	song_name	artist
0	0.641	0.812	0	-7.945	0	0.0293	0.15500	0.000044	0.0780	0.822	112.777	audio_features	1YwNlWLf8auhazSQUDQLFU	spotify:track:1YwNlWLf8auhazSQUDQLFU	https://api.spotify.com/v1/tracks/1YwNlWLf8auhazSQUDQLFU	https://api.spotify.com/v1/audio-analysis/1YwNlWLf8auhazSQUDQLFU	257333	4	Enjoy the Silence - Single Mix	Depeche Mode
1	0.637	0.682	11	-11.625	1	0.0366	0.01120	0.023400	0.0473	0.714	129.983	audio_features	1xShPgQbOUa98avWJQFDBY	spotify:track:1xShPgQbOUa98avWJQFDBY	https://api.spotify.com/v1/tracks/1xShPgQbOUa98avWJQFDBY	https://api.spotify.com/v1/audio-analysis/1xShPgQbOUa98avWJQFDBY	224907	4	Personal Jesus - Original Single Version	Depeche Mode
2	0.679	0.829	9	-7.288	0	0.0604	0.08750	0.000002	0.3180	0.812	119.960	audio_features	3GREm6zSHwKZsJxl0hqbAQ	spotify:track:3GREm6zSHwKZsJxl0hqbAQ	https://api.spotify.com/v1/tracks/3GREm6zSHwKZsJxl0hqbAQ	https://api.spotify.com/v1/audio-analysis/3GREm6zSHwKZsJxl0hqbAQ	232080	4	People Are People - 2006 Remaster	Depeche Mode
3	0.678	0.658	8	-7.300	1	0.0280	0.00930	0.239000	0.1180	0.359	114.209	audio_features	0C6EIiQu8CS4eYtOCMEiAd	spotify:track:0C6EIiQu8CS4eYtOCMEiAd	https://api.spotify.com/v1/tracks/0C6EIiQu8CS4eYtOCMEiAd	https://api.spotify.com/v1/audio-analysis/0C6EIiQu8CS4eYtOCMEiAd	294040	4	Policy of Truth - 2006 Remaster	Depeche Mode
4	0.706	0.786	0	-3.417	0	0.0910	0.26000	0.000000	0.3800	0.751	150.028	audio_features	0puf9yIluy9W0vpMEUoAnN	spotify:track:0puf9yIluy9W0vpMEUoAnN	https://api.spotify.com/v1/tracks/0puf9yIluy9W0vpMEUoAnN	https://api.spotify.com/v1/audio-analysis/0puf9yIluy9W0vpMEUoAnN	199387	4	Bang Bang	Jessie J
5	0.856	0.641	11	-4.640	0	0.2040	0.11900	0.000005	0.4270	0.745	111.004	audio_features	11VApNQCWLJdzxWrlmwzUa	spotify:track:11VApNQCWLJdzxWrlmwzUa	https://api.spotify.com/v1/tracks/11VApNQCWLJdzxWrlmwzUa	https://api.spotify.com/v1/audio-analysis/11VApNQCWLJdzxWrlmwzUa	206221	4	Say So (feat. Nicki Minaj)	Doja Cat
6	0.803	0.715	2	-3.280	1	0.2980	0.29500	0.000134	0.0574	0.574	101.085	audio_features	7k4t7uLgtOxPwTpFmtJNTY	spotify:track:7k4t7uLgtOxPwTpFmtJNTY	https://api.spotify.com/v1/tracks/7k4t7uLgtOxPwTpFmtJNTY	https://api.spotify.com/v1/audio-analysis/7k4t7uLgtOxPwTpFmtJNTY	200960	4	Tusa	KAROL G
7	0.671	0.771	7	-4.821	0	0.0316	0.00492	0.000007	0.3540	0.436	90.003	audio_features	27tNWlhdAryQY04Gb2ZhUI	spotify:track:27tNWlhdAryQY04Gb2ZhUI	https://api.spotify.com/v1/tracks/27tNWlhdAryQY04Gb2ZhUI	https://api.spotify.com/v1/audio-analysis/27tNWlhdAryQY04Gb2ZhUI	223546	4	Roar	Katy Perry
8	0.647	0.585	6	-6.123	1	0.0512	0.00314	0.000000	0.1650	0.353	131.934	audio_features	4jbmgIyjGoXjY01XxatOx6	spotify:track:4jbmgIyjGoXjY01XxatOx6	https://api.spotify.com/v1/tracks/4jbmgIyjGoXjY01XxatOx6	https://api.spotify.com/v1/audio-analysis/4jbmgIyjGoXjY01XxatOx6	215672	4	Dark Horse	Katy Perry
9	0.788	0.753	0	-3.710	1	0.0536	0.00380	0.000000	0.1800	0.403	125.005	audio_features	6KOEK6SeCEZOQkLj5M1PxH	spotify:track:6KOEK6SeCEZOQkLj5M1PxH	https://api.spotify.com/v1/tracks/6KOEK6SeCEZOQkLj5M1PxH	https://api.spotify.com/v1/audio-analysis/6KOEK6SeCEZOQkLj5M1PxH	234653	4	California Gurls	Katy Perry

Last rows

	danceability	energy	key	loudness	mode	speechiness	acousticness	instrumentalness	liveness	valence	tempo	type	id	uri	track_href	analysis_url	duration_ms	time_signature	song_name	artist
1031	0.544	0.963	3	-3.760	1	0.0698	0.037100	0.000000	0.1060	0.633	140.385	audio_features	00KJWBnpipklwpQRAAPhHg	spotify:track:00KJWBnpipklwpQRAAPhHg	https://api.spotify.com/v1/tracks/00KJWBnpipklwpQRAAPhHg	https://api.spotify.com/v1/audio-analysis/00KJWBnpipklwpQRAAPhHg	128307	4	Why Bother?	Weezer
1032	0.553	0.642	2	-8.418	1	0.0341	0.004500	0.007480	0.1220	0.414	127.175	audio_features	6hzu1SR1YbSRIzfSFSsGhh	spotify:track:6hzu1SR1YbSRIzfSFSsGhh	https://api.spotify.com/v1/tracks/6hzu1SR1YbSRIzfSFSsGhh	https://api.spotify.com/v1/audio-analysis/6hzu1SR1YbSRIzfSFSsGhh	351693	4	Woman From Tokyo - Remastered 2000	Deep Purple
1033	0.501	0.813	11	-8.192	1	0.0638	0.045500	0.000048	0.1310	0.495	136.590	audio_features	35fqvg4rE0pzPeUj42nqQT	spotify:track:35fqvg4rE0pzPeUj42nqQT	https://api.spotify.com/v1/tracks/35fqvg4rE0pzPeUj42nqQT	https://api.spotify.com/v1/audio-analysis/35fqvg4rE0pzPeUj42nqQT	138707	4	Cherry Bomb	The Runaways
1034	0.439	0.909	0	-3.607	1	0.0684	0.026600	0.000000	0.3670	0.597	104.709	audio_features	7KxMm3ACHHuIa48MLIbOCm	spotify:track:7KxMm3ACHHuIa48MLIbOCm	https://api.spotify.com/v1/tracks/7KxMm3ACHHuIa48MLIbOCm	https://api.spotify.com/v1/audio-analysis/7KxMm3ACHHuIa48MLIbOCm	257760	4	Self Esteem	The Offspring
1035	0.529	0.967	1	-3.647	0	0.0508	0.114000	0.000000	0.6100	0.596	140.127	audio_features	0UFDKFqW2oGspYeYqo9wjA	spotify:track:0UFDKFqW2oGspYeYqo9wjA	https://api.spotify.com/v1/tracks/0UFDKFqW2oGspYeYqo9wjA	https://api.spotify.com/v1/audio-analysis/0UFDKFqW2oGspYeYqo9wjA	166373	4	Bleed It Out	Linkin Park
1036	0.564	0.834	0	-3.121	1	0.1170	0.000360	0.000005	0.2730	0.478	135.074	audio_features	7xl2ZaOnKAxJyrkIQe2S43	spotify:track:7xl2ZaOnKAxJyrkIQe2S43	https://api.spotify.com/v1/tracks/7xl2ZaOnKAxJyrkIQe2S43	https://api.spotify.com/v1/audio-analysis/7xl2ZaOnKAxJyrkIQe2S43	205387	4	Tick Tick Boom	The Hives
1037	0.417	0.973	5	-3.746	1	0.1030	0.000177	0.000000	0.3540	0.472	156.041	audio_features	3GcPcqfYH7f6W62olVCAG3	spotify:track:3GcPcqfYH7f6W62olVCAG3	https://api.spotify.com/v1/tracks/3GcPcqfYH7f6W62olVCAG3	https://api.spotify.com/v1/audio-analysis/3GcPcqfYH7f6W62olVCAG3	184920	3	Again	Flyleaf
1038	0.346	0.797	2	-9.335	1	0.0522	0.022700	0.002120	0.0834	0.427	104.924	audio_features	04EncJc80PmZONT4Pbe4Gk	spotify:track:04EncJc80PmZONT4Pbe4Gk	https://api.spotify.com/v1/tracks/04EncJc80PmZONT4Pbe4Gk	https://api.spotify.com/v1/audio-analysis/04EncJc80PmZONT4Pbe4Gk	277107	4	Stray Cat Blues	The Rolling Stones
1039	0.443	0.855	9	-3.674	1	0.0324	0.000192	0.010200	0.3530	0.466	105.840	audio_features	3Yls95V4qCzVfR20gr8cOW	spotify:track:3Yls95V4qCzVfR20gr8cOW	https://api.spotify.com/v1/tracks/3Yls95V4qCzVfR20gr8cOW	https://api.spotify.com/v1/audio-analysis/3Yls95V4qCzVfR20gr8cOW	308333	3	Cryin'	Aerosmith
1040	0.498	0.515	11	-11.985	0	0.0395	0.093600	0.000000	0.1000	0.616	127.761	audio_features	1lYrQMOKriB4javZheTFNt	spotify:track:1lYrQMOKriB4javZheTFNt	https://api.spotify.com/v1/tracks/1lYrQMOKriB4javZheTFNt	https://api.spotify.com/v1/audio-analysis/1lYrQMOKriB4javZheTFNt	187893	4	No More Mr. Nice Guy	Alice Cooper

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent Lowercase Letter characters

Most frequent Connector Punctuation characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Decimal Number characters

Most frequent Uppercase Letter characters

Most frequent Lowercase Letter characters

Most occurring scripts

Most frequent Common characters

Most frequent Latin characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Lowercase Letter characters

Most frequent Other Punctuation characters

Most frequent Decimal Number characters

Most frequent Uppercase Letter characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Decimal Number characters

Most occurring scripts

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Lowercase Letter characters

Most frequent Space Separator characters

Most frequent Dash Punctuation characters

Most frequent Decimal Number characters

Most frequent Open Punctuation characters

Most frequent Other Punctuation characters

Most frequent Close Punctuation characters

Most frequent Final Punctuation characters

Most frequent Currency Symbol characters

Most frequent Math Symbol characters

Most frequent Other Letter characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most frequent Oriya characters

Most frequent Kannada characters

Most frequent Han characters

Most occurring blocks

Most frequent ASCII characters

Most frequent Punctuation characters

Most frequent None characters

Most frequent Oriya characters

Most frequent Kannada characters

Most frequent CJK characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Lowercase Letter characters

Most frequent Space Separator characters

Most frequent Decimal Number characters

Most frequent Other Punctuation characters

Most frequent Dash Punctuation characters

Most frequent Math Symbol characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters